# Linear Attention

- [The Mathematics of DPLR (Diagonal Plus Low Rank): Parallel Computing with Explicit Transition Matrices](/en/posts/dplr-mathematics/) — 2026-02-21

- [KDA (Kimi Delta Attention): From Matrix Multiplication to Affine Transformation](/en/posts/kda-mathematics/) — 2026-02-17